Targeting spatio-temporal patterns in chaotic neural

被引:0
|
作者
Shrimali, Manish Dev [1 ,2 ]
He, Guoguang [1 ,2 ,3 ]
Aihara, Kazuyuki [1 ,2 ]
机构
[1] JST, ERATO, Aihara Complex Modelling Project, Tokyo 1538505, Japan
[2] Univ Tokyo, Inst Ind Sci, Tokyo 1538505, Japan
[3] Zhejiang Univ, Dept Phys, Coll Sci, Hangzhou 310027, Zhejiang, Peoples R China
来源
OPTIMIZATION AND SYSTEMS BIOLOGY | 2007年 / 7卷
关键词
controlling chaos; chaotic neural network; information processing;
D O I
暂无
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
We have studied the chaos control in chaotic neural network by limiting the phase space at varying time interval. It provides a controlled output patterns with different temporal periods depending upon the control parameters. The chaotic neural network constructed with chaotic neurons exhibits very rich dynamic behavior with a non-periodic associative memory. In the chaotic neural network, it is difficult to distinguish the stored patterns from others, because of the chaotic states of output of the network. In order to apply the non-periodic associative memory into information search and pattern identification, etc, it is necessary to control chaos in this chaotic neural network.
引用
收藏
页码:60 / +
页数:3
相关论文
共 50 条
  • [31] Spatio-temporal dynamics of microlasers with chaotic ray dynamics
    Bittner, Stefan
    Guazzotti, Stefano
    Zeng, Yongquan
    Kim, Kyungduk
    Wang, Qi Jie
    Hess, Ortwin
    Cao, Hui
    2019 CONFERENCE ON LASERS AND ELECTRO-OPTICS EUROPE & EUROPEAN QUANTUM ELECTRONICS CONFERENCE (CLEO/EUROPE-EQEC), 2019,
  • [32] Spatio-temporal structures in ensembles of coupled chaotic systems
    Strelkova, G. I.
    Anishchenko, V. S.
    PHYSICS-USPEKHI, 2020, 63 (02) : 145 - 161
  • [33] SEARCHING SPATIO-TEMPORAL PATTERNS IN URBAN AREAS, USING ARTIFICIAL NEURAL NETWORKS
    Romera Giner, Juan Pedro
    Duran Fernandez, Jose
    REACTIVE PROACTIVE ARCHITECTURE, 2018, : 158 - 161
  • [34] ON SPATIO-TEMPORAL PATTERNS IN TWO-LAYER RING TOPOLOGY NEURAL FIELDS
    Salomon, Fayssa
    Haskell, Evan C.
    PROCEEDINGS 27TH EUROPEAN CONFERENCE ON MODELLING AND SIMULATION ECMS 2013, 2013, : 870 - +
  • [35] Spiking Neural Networks-Part II: Detecting Spatio-Temporal Patterns
    Skatchkovsky, Nicolas
    Jang, Hyeryung
    Simeone, Osvaldo
    IEEE COMMUNICATIONS LETTERS, 2021, 25 (06) : 1741 - 1745
  • [36] Atypical instantaneous spatio-temporal patterns of neural dynamics in Alzheimer's disease
    Nobukawa, Sou
    Ikeda, Takashi
    Kikuchi, Mitsuru
    Takahashi, Tetsuya
    SCIENTIFIC REPORTS, 2024, 14 (01)
  • [37] Neural congestion prediction system for trip modelling in heterogeneous spatio-temporal patterns
    Elleuch, Wiam
    Wali, Ali
    Alimi, Adel M.
    INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2020, 51 (08) : 1373 - 1391
  • [38] Atypical instantaneous spatio-temporal patterns of neural dynamics in Alzheimer’s disease
    Sou Nobukawa
    Takashi Ikeda
    Mitsuru Kikuchi
    Tetsuya Takahashi
    Scientific Reports, 14
  • [40] COMPUTERIZED DISPLAY OF SPATIO-TEMPORAL EEG PATTERNS
    ESTRIN, T
    UZGALIS, R
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1969, BM16 (03) : 192 - &